SVM classifier for speaker independent train-val-test sets
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Oct 29, 2022 - Jupyter Notebook
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crema-d
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A machine learning project that aims to classify various emotional states of a human based on audio recordings using the CREMA-D dataset
deep-learning numpy sklearn pandas seaborn mlp librosa audio-processing crema-d emotion-identification
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May 17, 2023 - Jupyter Notebook
Emotion Recognition from Audio (ERA) is an innovative project that classifies human emotions from speech using advanced machine learning techniques.
python flask machine-learning nextjs python3 artificial-neural-networks tess ravdess-dataset savee crema-d
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May 24, 2024 - JavaScript
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Jun 13, 2022 - Jupyter Notebook
An attempt at the speech emotion recognition (SER) task on the CREMA-D dataset using TensorFlow 1D & 2D RCNN models.
python jupyter tensorflow paper jupyter-notebook cnn python3 kaggle rnn attention-mechanism librosa rcnn kaggle-dataset speech-emotion-recognition paper-reproduction speech-emotion-classification crema-d
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Mar 15, 2024 - Jupyter Notebook
A project to classify emotions like happiness, sadness, and anger from speech using MFCCs, machine learning models, and visualizations for audio features and model performance.
python sentiment-analysis scikit-learn seaborn lstm matplotlib mfcc librosa sentiment-analyser kaggle-dataset tess mfcc-algorithm savee crema-d speech-emotion-regonition voice-emotion-recognition voice-sentiment-analysis speech-sentiment-analysis mel-frequency-cepstral-coefficient ravdees
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Dec 28, 2024 - Jupyter Notebook
Emotion and Voice Detection using Machine Learning Python Project. This Project about to detect human Voice and Facial emotion
machine-learning jupyter jupyter-notebook cnn pyhton cnn-model fer2013 ravdess-dataset savee crema-d
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Jan 18, 2022 - Jupyter Notebook
👩🏿💻IIIT Hyderabad Reasearch Teaser Programme : We developed a robust emotion😃 recognition system utilizing machine learning techniques on the 🗣️CREMA-D dataset to classify various emotions expressed in audio recordings🎙️ accurately.
internship dataset speech-recognition emotion-recognition speech-analysis miniproject iiit-hyderabad crema-d emosense research-teaser emotion-speech
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Mar 5, 2024 - Jupyter Notebook
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